SOTAVerified

Language Identification

Language identification is the task of determining the language of a text.

Papers

Showing 591600 of 794 papers

TitleStatusHype
Discriminating between Similar Languages using Weighted Subword FeaturesCode0
Improving the Character Ngram Model for the DSL Task with BM25 Weighting and Less Frequently Used Feature Sets0
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors0
Native Language Identification using Stacked Generalization0
Machine Learning Based Source Code Classification Using Syntax Oriented Features0
LIDE: Language Identification from Text Documents0
LanideNN: Multilingual Language Identification on Character WindowCode0
Language and Dialect Discrimination Using Compression-Inspired Language Models0
Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared Task0
An Unsupervised Morphological Criterion for Discriminating Similar Languages0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1wav2vec 2.0 LV-60KError rate7.2Unverified
2XLS-RError rate5.7Unverified
#ModelMetricClaimedVerifiedStatus
1GlotLIDMacro F10.98Unverified
#ModelMetricClaimedVerifiedStatus
1FastTextAccuracy0.97Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy91.37Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy86.93Unverified
#ModelMetricClaimedVerifiedStatus
1ConformerG-PAccuracy99.8Unverified